Douglas P Hardin

发表

Application and Comparison of SVMs and Other Methods for Identifying Drug–Drug Interactions-Related Literature (Contributed by Stephany Duda)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Introduction and Book Overview

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Multiscale nonrigid data registration using adaptive basis functions

Benoit M. Dawant, Akram Aldroubi, Gustavo K. Rohde, 2000, SPIE Optics + Photonics.

Application and Comparison of SVMs and Other Methods for Retrieving High-Quality Content-Specific Articles (Contributed by Yindalon Aphinyanaphongs)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Computing Posterior Class Probabilities for SVM Classifiers

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

SVMs for Multi-Category Classification

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Methods Used in this Book

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Support Vector Clustering

Isabelle Guyon, Alexander Statnikov, Douglas P Hardin, 2011 .

A Gentle Introduction to Support Vector Machines in Biomedicine: Case Studies

Constantin F. Aliferis, Douglas P Hardin, Isabelle Guyon, 2011 .

Computational Algorithms for Bounding Potential Energy of Spherical Codes and Designs

Douglas P Hardin, Peter Boyvalenkov, Maya Stoyanova, 2014 .

Comparison of SVMs and Kernel Ridge Regression for Microarray-Based Cancer Classification (Contributed by Zhiguo Li)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Model Selection for SVMs

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Using SVMs for Causal Variable Selection

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

SVM-Based Variable Selection

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Comparison of SVMs and Random Forests for Microarray-Based Cancer Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Squeezable bases: local orthogonal bases on nonuniform grids

Douglas P Hardin, Jeffrey S. Geronimo, 2001, SPIE Optics + Photonics.

Necessary Mathematical Concepts

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Fractal function, splines, intertwining multiresolution analysis, and wavelets

Douglas P Hardin, Jeffrey S. Geronimo, George C. Donovan, 1994, Optics & Photonics.

A Gentle Introduction to Support Vector Machines in Biomedicine:Volume 2: Case Studies and Benchmarks

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2012 .

Application and Comparison of SVM-RFE and GLL Methods for Variable Selection for Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Application and Comparison of SVMs and Other Methods for Multicategory Classification in Microbiomics (Contributed by Mikael Henaff, Kranti Konganti, Varun Narendra, Alexander V. Alekseyenko)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Support Vector Machines (SVMs) for Binary Classification: Classical Formulation

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Basic Properties and Examples of Minimal Discrete Energy

Douglas P Hardin, Edward B. Saff, Sergiy V. Borodachov, 2019 .

Application and Comparison of SVMs and Other Methods for Multicategory Microarray-Based Cancer Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

A Gentle Introduction to Support Vector Machines in Biomedicine: Volume 1: Theory and MethodsVolume 2: Case Studies and Benchmarks

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Application and Comparison of SVMs and Other Methods for Identifying Unproven Cancer Treatments on the Web (Contributed by Yindalon Aphinyanaphongs)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Basic Principles of Statistical Machine Learning

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Novelty Detection with SVM-Based Methods

Alexander Statnikov, Douglas P Hardin, Isabelle Guyon, 2011 .

Discrete Energy on Rectifiable Sets

Douglas P Hardin, Edward B. Saff, Sergiy V. Borodachov, 2019, Springer Monographs in Mathematics.